updated noise so that it scales globally (doesn't use individual std)

refine noise application in SDOAIA_dataloader and simplify GPU usage message

Add ablation study and spatial performance scripts; update pipeline configuration and dataset handling

Fixed normalization of timestamp names

Fixed normalization of timestamp names

Refactor pipeline configuration and update data processing scripts

Refactor configuration parameters and update model architecture references

made changes to directory locations... removed some unnecessary files

Update requirements and configuration files; added new dependencies and modified paths for data processing. Adjusted model parameters and batch sizes for training and inference, including simultaneous flare movie generation logic.

Merge branch 'main' of https://github.com/griffin-goodwin/FOXES

Update AIA_GOESDataset to load 7 wavelengths, modify model configuration in localpatch.yaml, and enhance region detection in patch_analysis.py with parallel processing and contour movie generation.

Update sxr_normalization.py

Update SDOAIA_dataloader.py

cleaning patch model

Various bug fixes and changes to all codes

enhance data splitting functionality.

Update data processing scripts to use new combined directory structure; adjust validation and training splits, enhance loss calculation with updated parameters, and modify configuration files for improved model training and evaluation.

Updated splitting function so now it can do SXR and AIA individually... it can also repartition an already partioned folder... updated the megs models to include warm restarts, weight decay, and adaptive weights

updated tree structure